论文信息 - On the Ordering Conditions for Self-Organizing Maps

On the Ordering Conditions for Self-Organizing Maps

We present a geometric interpretation of ordering in self-organizing feature maps. This view provides simpler proofs of Kohonen ordering theorem and of convergence to an ordered state in the one-dimensional case. At the same time it explains intuitively the origin of the problems in higher dimensional cases. Furthermore it provides a geometric view of the known characteristics of learning in self-organizing nets.

John G. Taylor | Marco Budinich | M. Budinich | John G. Taylor

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